{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "238f4e22-26ec-4522-9408-82af40485ce2",
   "metadata": {},
   "source": [
    "# Convert a JAX Model to OpenVINO™ IR\n",
    "\n",
    "[JAX](https://jax.readthedocs.io/en/latest) is a Python library for accelerator-oriented array computation and program transformation, designed for high-performance numerical computing and large-scale machine learning.\n",
    "JAX provides a familiar NumPy-style API for ease of adoption by researchers and engineers.\n",
    "\n",
    "\n",
    "In this tutorial we will show how to convert JAX [ViT](https://github.com/google-research/vision_transformer?tab=readme-ov-file#available-vit-models) and [Mixer](https://github.com/google-research/vision_transformer?tab=readme-ov-file#mlp-mixer) models in OpenVINO format.\n",
    "\n",
    "<details>\n",
    "  <summary><b>Click here for more detailed information about the models </b></summary>\n",
    "\n",
    "### Vision Transformer\n",
    "<img src=\"https://github.com/google-research/vision_transformer/blob/main/vit_figure.png?raw=true\" width=\"800\"> \n",
    "\n",
    "Overview of the model: authors split an image into fixed-size patches, linearly embed each of them, add position embeddings, and feed the resulting sequence of vectors to a standard Transformer encoder. In order to perform classification, authors use the standard approach of adding an extra learnable \"classification token\" to the sequence.\n",
    "\n",
    "### MLP-Mixer\n",
    "<img src=\"https://github.com/google-research/vision_transformer/blob/main/mixer_figure.png?raw=true\" width=\"800\"> \n",
    "\n",
    "MLP-Mixer (Mixer for short) consists of per-patch linear embeddings, Mixer layers, and a classifier head. Mixer layers contain one token-mixing MLP and one channel-mixing MLP, each consisting of two fully-connected layers and a GELU nonlinearity. Other components include: skip-connections, dropout, and linear classifier head.\n",
    "\n",
    "</details>\n",
    "\n",
    "#### Table of contents:\n",
    "\n",
    "- [Prerequisites](#Prerequisites)\n",
    "- [Load and run the original model and a sample](#Load-and-run-the-original-model-and-a-sample)\n",
    "- [Convert the model to OpenVINO IR](#Convert-the-model-to-OpenVINO-IR)\n",
    "- [Compiling the model](#Compiling-the-model)\n",
    "- [Run OpenVINO model inference](#Run-OpenVINO-model-inference)\n",
    "\n",
    "### Installation Instructions\n",
    "\n",
    "This is a self-contained example that relies solely on its own code.\n",
    "\n",
    "We recommend  running the notebook in a virtual environment. You only need a Jupyter server to start.\n",
    "For details, please refer to [Installation Guide](https://github.com/openvinotoolkit/openvino_notebooks/blob/latest/README.md#-installation-guide).\n",
    "\n",
    "<img referrerpolicy=\"no-referrer-when-downgrade\" src=\"https://static.scarf.sh/a.png?x-pxid=5b5a4db0-7875-4bfb-bdbd-01698b5b1a77&file=notebooks/jax-to-openvino/jax-classification-to-openvino.ipynb\" />"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "06c584b7-711a-419a-876c-a2eecea3c280",
   "metadata": {},
   "source": [
    "## Prerequisites\n",
    "[back to top ⬆️](#Table-of-contents:)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "09bab185",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from pathlib import Path\n",
    "\n",
    "if not Path(\"notebook_utils.py\").exists():\n",
    "    r = requests.get(\n",
    "        url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/utils/notebook_utils.py\",\n",
    "    )\n",
    "    open(\"notebook_utils.py\", \"w\").write(r.text)\n",
    "\n",
    "if not Path(\"cmd_helper.py\").exists():\n",
    "    r = requests.get(\n",
    "        url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/utils/cmd_helper.py\",\n",
    "    )\n",
    "    open(\"cmd_helper.py\", \"w\").write(r.text)\n",
    "\n",
    "if not Path(\"pip_helper.py\").exists():\n",
    "    r = requests.get(\n",
    "        url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/utils/pip_helper.py\",\n",
    "    )\n",
    "    open(\"pip_helper.py\", \"w\").write(r.text)\n",
    "\n",
    "# Read more about telemetry collection at https://github.com/openvinotoolkit/openvino_notebooks?tab=readme-ov-file#-telemetry\n",
    "from notebook_utils import collect_telemetry\n",
    "\n",
    "collect_telemetry(\"jax-classification-to-openvino.ipynb\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "de853190-3b2e-4b2c-b5f3-00c59943d536",
   "metadata": {},
   "outputs": [],
   "source": [
    "from cmd_helper import clone_repo\n",
    "\n",
    "\n",
    "clone_repo(\"https://github.com/google-research/vision_transformer.git\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a0b4d4e9-60e9-4480-9ed9-7238669ebcab",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pip_helper import pip_install\n",
    "\n",
    "\n",
    "%pip uninstall -q -y protobuf tensorflow-cpu jax jaxlib flax keras ml_dtypes\n",
    "pip_install(\"-Uq\", \"openvino>=2025.3.0\")\n",
    "\n",
    "\n",
    "pip_install(\"tensorflow==2.15.1\", \"tf_keras==2.15.1\", \"jax>=0.4.2,<0.6.0\", \"tensorboard\")\n",
    "pip_install(\"Pillow\", \"absl-py>=0.12.0\", \"flax>=0.6.4\", \"pandas>=1.1.0\", \"tqdm\", \"einops>=0.3.0\", \"ml-collections>=0.1.0\", \"numpy<2.0.0\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9262f77a-d0e0-472a-af8d-808ef340a8f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import PIL\n",
    "import jax\n",
    "import numpy as np\n",
    "\n",
    "from vit_jax import checkpoint\n",
    "from vit_jax import models_vit\n",
    "from vit_jax import models_mixer\n",
    "from vit_jax.configs import models as models_config\n",
    "\n",
    "import openvino as ov"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ae5017c0-fadf-4b35-ae61-7099ac4918db",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "94d5e1555fe8492f9406b2c0a39a18af",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Select(description='Select model:', options=('ViT-B_32', 'Mixer-B_16'), value='ViT-B_32')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import ipywidgets as widgets\n",
    "\n",
    "available_models = [\"ViT-B_32\", \"Mixer-B_16\"]\n",
    "\n",
    "\n",
    "model_to_use = widgets.Select(\n",
    "    options=available_models,\n",
    "    value=available_models[0],\n",
    "    description=\"Select model:\",\n",
    "    disabled=False,\n",
    ")\n",
    "\n",
    "model_to_use"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "ff1779ba-6df6-427c-a391-526faa0d2926",
   "metadata": {},
   "source": [
    "## Load and run the original model and a sample\n",
    "[back to top ⬆️](#Table-of-contents:)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "35fbcaaa-9245-4b35-8742-65e847455d32",
   "metadata": {},
   "source": [
    "Download a pre-trained model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "af524e8b-2477-4106-b7f1-a81a574f4120",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "fa442519cd12439ba2f8619ec4addb50",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "ViT-B_32_imagenet2012.npz:   0%|          | 0.00/337M [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from notebook_utils import download_file\n",
    "\n",
    "\n",
    "model_name = model_to_use.value\n",
    "model_config = models_config.MODEL_CONFIGS[model_name]\n",
    "\n",
    "\n",
    "if model_name.startswith(\"Mixer\"):\n",
    "    # Download model trained on imagenet2012\n",
    "    if not Path(f\"{model_name}_imagenet2012.npz\").exists():\n",
    "        download_file(f\"https://storage.googleapis.com/mixer_models/imagenet1k/{model_name}.npz\", filename=f\"{model_name}_imagenet2012.npz\")\n",
    "    model = models_mixer.MlpMixer(num_classes=1000, **model_config)\n",
    "else:\n",
    "    # Download model pre-trained on imagenet21k and fine-tuned on imagenet2012.\n",
    "    if not Path(f\"{model_name}_imagenet2012.npz\").exists():\n",
    "        model_name_path = download_file(\n",
    "            f\"https://storage.googleapis.com/vit_models/imagenet21k+imagenet2012/{model_name}.npz\", filename=f\"{model_name}_imagenet2012.npz\"\n",
    "        )\n",
    "    model = models_vit.VisionTransformer(num_classes=1000, **model_config)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "e8c72536-2ec0-423f-8db3-59228cd26fe3",
   "metadata": {},
   "source": [
    "Load and convert pretrained checkpoint."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "97f794db-3225-44bf-8c77-98a90bb2cfe9",
   "metadata": {},
   "outputs": [],
   "source": [
    "params = checkpoint.load(f\"{model_name}_imagenet2012.npz\")\n",
    "params[\"pre_logits\"] = {}  # Need to restore empty leaf for Flax."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "872567c4-9900-4de4-8b96-225c663abd3d",
   "metadata": {},
   "source": [
    "Get imagenet labels."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7add77ae-4d6c-41c1-bfe8-9d43c2c1d00e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "75c80e769c194e389f4030b964310672",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "ilsvrc2012_wordnet_lemmas.txt:   0%|          | 0.00/21.2k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from notebook_utils import download_file\n",
    "\n",
    "imagenet_labels_path = Path(\"ilsvrc2012_wordnet_lemmas.txt\")\n",
    "if not imagenet_labels_path.exists():\n",
    "    download_file(\"https://storage.googleapis.com/bit_models/ilsvrc2012_wordnet_lemmas.txt\")\n",
    "imagenet_labels = dict(enumerate(open(imagenet_labels_path)))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "809df8ad-fd80-4dd4-9671-f43245497094",
   "metadata": {},
   "source": [
    "Get a random picture with the correct dimensions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "39b8e0f4-9c51-4e61-bc3f-fcd7c016b217",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e2f29ec3085d41ae9409a482758ace08",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "picsum.jpg:   0%|          | 0.00/30.5k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "resolution = 224 if model_name.startswith(\"Mixer\") else 384\n",
    "url_224 = \"https://github.com/user-attachments/assets/a9337f2b-20a5-4930-9fd1-75932154b285\"\n",
    "url_384 = \"https://github.com/user-attachments/assets/c07a0e72-b909-4521-b6f8-f22a7867071d\"\n",
    "image_path = Path(\"img_{resolution}.jpg\")\n",
    "if not image_path.exists():\n",
    "    download_file(url_224 if resolution == 224 else url_384, filename=\"img_{resolution}.jpg\")\n",
    "img = PIL.Image.open(image_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "4c360545-a3bf-48b2-a029-51495e12200d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=384x384>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "f5915fcc-64e6-4a1c-bc80-2ee9daa83db6",
   "metadata": {},
   "source": [
    "### Run the original model inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "5e1dc9f3-6315-426e-be6b-32464a0fc219",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.95251 : alp\n",
      "0.03884 : valley, vale\n",
      "0.00192 : cliff, drop, drop-off\n",
      "0.00173 : ski\n",
      "0.00059 : lakeside, lakeshore\n",
      "0.00049 : promontory, headland, head, foreland\n",
      "0.00036 : volcano\n",
      "0.00021 : snowmobile\n",
      "0.00017 : mountain_bike, all-terrain_bike, off-roader\n",
      "0.00017 : mountain_tent\n"
     ]
    }
   ],
   "source": [
    "# Predict on a batch with a single item\n",
    "data = (np.array(img) / 128 - 1)[None, ...]\n",
    "(logits,) = model.apply(dict(params=params), data, train=False)\n",
    "\n",
    "preds = np.array(jax.nn.softmax(logits))\n",
    "for idx in preds.argsort()[:-11:-1]:\n",
    "    print(f\"{preds[idx]:.5f} : {imagenet_labels[idx]}\", end=\"\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "1e5db23b-4c00-4ac9-bf7c-9fa25393fb70",
   "metadata": {},
   "source": [
    "## Convert the model to OpenVINO IR\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "OpenVINO supports JAX models via conversion to OpenVINO Intermediate Representation (IR). [OpenVINO model conversion API](https://docs.openvino.ai/2024/openvino-workflow/model-preparation.html#convert-a-model-with-python-convert-model) should be used for these purposes. `ov.convert_model` function accepts original JAX model instance and example input for tracing and returns `ov.Model` representing this model in OpenVINO framework. Converted model can be used for saving on disk using `ov.save_model` function or directly loading on device using `core.complie_model`.\n",
    "\n",
    "Before conversion we need to create the [`Jaxprs`](https://jax.readthedocs.io/en/latest/key-concepts.html#jaxprs) (JAX's internal intermediate representation (IR) of programs) object by tracing a Python function using the [`jax.make_jaxpr`](https://jax.readthedocs.io/en/latest/_autosummary/jax.make_jaxpr.html) function. [`jax.make_jaxpr`] take a function as argument, that should perform the forward pass. In our case it is calling of `model.apply` method. But `model.apply` requires not only input data, but also `params` and keyword argument `train=False` in our case. To handle it create a wrapper function  `model_apply` that calls `model.apply(params, x, train=False)`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "2df841aa-2dae-4288-b530-16e8be30a09b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "\n",
    "\n",
    "model_path = Path(f\"models/{model_name}.xml\")\n",
    "\n",
    "\n",
    "def model_apply(x):\n",
    "    return model.apply(dict(params=params), x, train=False)\n",
    "\n",
    "\n",
    "jaxpr = jax.make_jaxpr(model_apply)((np.array(img) / 128 - 1)[None, ...])\n",
    "\n",
    "converted_model = ov.convert_model(jaxpr)\n",
    "ov.save_model(converted_model, model_path)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "cbe6152c-85db-4a71-8cf8-ccf4ee59b1c1",
   "metadata": {},
   "source": [
    "## Compiling the model\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "Select device from dropdown list for running inference using OpenVINO."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "d32790d2-e6fc-474c-bf04-9977eac45561",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "74c32764fb05477cbc04d554925c6dbd",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Dropdown(description='Device:', index=1, options=('CPU', 'AUTO'), value='AUTO')"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from notebook_utils import device_widget\n",
    "\n",
    "\n",
    "core = ov.Core()\n",
    "\n",
    "device = device_widget()\n",
    "\n",
    "device"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "6d166c55-d3c0-4b89-af9c-028d6aed057e",
   "metadata": {},
   "outputs": [],
   "source": [
    "compiled_model = core.compile_model(model_path, device.value)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "1d0aec9b-00b9-45e8-82ae-7dc80e75a233",
   "metadata": {},
   "source": [
    "## Run OpenVINO model inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "64effca0-e177-45ba-baa0-caac716a6e73",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.95255 : alp\n",
      "0.03881 : valley, vale\n",
      "0.00192 : cliff, drop, drop-off\n",
      "0.00173 : ski\n",
      "0.00059 : lakeside, lakeshore\n",
      "0.00049 : promontory, headland, head, foreland\n",
      "0.00036 : volcano\n",
      "0.00021 : snowmobile\n",
      "0.00017 : mountain_bike, all-terrain_bike, off-roader\n",
      "0.00017 : mountain_tent\n"
     ]
    }
   ],
   "source": [
    "(logits_ov,) = list(compiled_model(data).values())[0]\n",
    "\n",
    "preds = np.array(jax.nn.softmax(logits_ov))\n",
    "for idx in preds.argsort()[:-11:-1]:\n",
    "    print(f\"{preds[idx]:.5f} : {imagenet_labels[idx]}\", end=\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "979b3a21",
   "metadata": {
    "test_replace": {
     "# %pip uninstall -q -y \"tensorflow-cpu\" tensorflow tf_keras jax \"jax-metal\"": "%pip uninstall -q -y \"tensorflow-cpu\" tensorflow tf_keras jax \"jax-metal\""
    }
   },
   "outputs": [],
   "source": [
    "# Cleanup\n",
    "# %pip uninstall -q -y \"tensorflow-cpu\" tensorflow tf_keras jax \"jax-metal\""
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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